Topic 5 : Anonymous dataset visualization
I used python to do this task. libraries for data visuaization -> matplotlib and seaborn libraries for data manipulation -> pandas and numpy
First i found correlation between all the attributes of a football player and according to that i then created some graphs just between 2 or 3 attributes to which had a higher corr value to check it depending on the age of the players
Secondly, calculated the maximum and minimum ages of players. From this we can deduce that eldest players are only goal keepers.Also found the club with players of maximum age and minimum age
Thirdly, checked the number of players playing from each country.Then the top 10 attackers , defenders , goal keepers and shooters.
Finally, grouped the most expensive clubs and the least expensive clubs.